WeAreDevelopers LIVE • May 22, 2024

Multilingual NLP pipeline up and running from scratch

Kateryna Hrytsaienko

Default English translations destroy vital semantic context. Skip complex transformers and build highly accurate, containerized multilingual NLP pipelines from scratch using foundational scikit-learn classifiers and scalable MLOps.

Starting at 36:52 · Watch from the beginning

Multilingual NLP pipeline up and running from scratch thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

1:46 min

Scaling the pipeline to multiple languages

Shubham Chaurasia

Shubham Chaurasia · World Congress 2026 North America

4:30 min

Designing a pipeline for translating natural language to SQL

Alper Ebicoglu

Alper Ebicoglu · World Congress 2026 North America

2:14 min

Optimizing modular voice AI pipelines for speech processing

Anahita Havewala

Anahita Havewala +1 · World Congress 2026 North America

2:22 min

The role of pipeline architecture in video analytics

Magne Johansen

Magne Johansen · Europe 2026 Virtual

3:56 min

Solving application deployment complexities using LLMOps pipelines

Anshul Jindal

Anshul Jindal · World Congress 2025

2:54 min

Comparing hybrid pipeline performance against standalone language models

Brandon LEE

Brandon LEE · World Congress 2026 North America

More from WeAreDevelopers LIVE

Humans in the Loop: Storytelling in Tech thumbnail

Humans in the Loop: Storytelling in Tech

Christian Heilmann +2

4 days ago

WeAreDevelopers LIVE: Your Brain Is Lying to You: Cognitive Biases in Development thumbnail

Your Brain Is Lying to You: Cognitive Biases in Development

Last week

Like Peas in a Pod - What Happens When People Clone Your App? thumbnail

Like Peas in a Pod - What Happens When People Clone Your App?

Ivan Kutskir +2

2 weeks ago

WeAreDevelopers LIVE - Read more, Prompt Less thumbnail

Read more, Prompt Less

Christian Heilmann +2

3 weeks ago

WeAreDevelopers LIVE - Tech Education in Two Languages thumbnail

Tech Education in Two Languages

Daniel Cranney +1

Oct 2026

WeAreDevelopers LIVE - Playing in Production thumbnail

Playing in Production

Andrew MacLean +2

Sep 2026

Upcoming sessions on this topic

Bypassing the GPU Tax: Smart Layer-7 Routing with Small Language Models (SLMs)

Sagar Utekar

CrowdStrike

SRE

Moving from Panic to Process: Testing Your Way to a Successful K8s Migration

Keerthivaasan Kanagaraj

Freshworks

Lead Site Reliability
Dharani R A

Freshworks

Lead Site Reliability Engineer

The Dream Team You Didn't Know You Had - Multi-Model, Multi-Agent, One Software Lifecycle

Aditya Dua

GitHub

Senior Manager, Field Services, SAARC

Decision models for developers who use LLMs

Anurag Bhandari

antelligent

CTO

Engineering AI Strategy: Beyond the Hype

Omkar Srivastava

ADSK

Engineering Leader

100 APIs, 1000 Headaches: Overcoming Data Transformation Challenges in API Integration

Pradeep Sharma

RudderStack

Developer Relations Specialist

Related videos

The state of MLOps - machine learning in production at enterprise scale thumbnail

The state of MLOps - machine learning in production at enterprise scale

Bas Geerdink

LIVE · Mar 2022

Leveraging Large Language Models for Legacy Code Translation: Challenges and Solutions thumbnail

Leveraging Large Language Models for Legacy Code Translation: Challenges and Solutions

Michael Niebisch · Carl Zeiss SMT GmbH

World Congress · 2024

A beginner’s guide to modern natural language processing thumbnail

A beginner’s guide to modern natural language processing

Jodie Burchell

LIVE · Feb 2024

DevOps for Machine Learning thumbnail

DevOps for Machine Learning

Hauke Brammer

World Congress · 2021

Fireside Chat: Deep Learning, Deep Impact: Harnessing AI for Language Innovation thumbnail

Fireside Chat: Deep Learning, Deep Impact: Harnessing AI for Language Innovation

Jaroslaw Kutylowski +1

World Congress · 2023

Python-Based Data Streaming Pipelines Within Minutes thumbnail

Python-Based Data Streaming Pipelines Within Minutes

Bobur Umurzokov

LIVE · Oct 2024

Related articles

BB

Benedikt Bischof

MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production

Welcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Bas Geerdink who gave advice on MLOps.‍About the speaker:‍Bas is a programmer, scientist, a...

about 4 years ago

MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production

BB

Benedikt Bischof

MLOps – What’s the deal behind it?

Welcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Nico Axtmann who introduced us to MLOpsAbout the speaker:Nico Axtmann is a seasoned machine...

about 4 years ago

MLOps – What’s the deal behind it?

BB

Benedikt Bischof

MLOps And AI Driven Development

Welcome to this issue of the WeAreDevelopers Dev Talk Recap series. This article recaps an interesting talk by Natalie Pistunovic who spoke about the development of AI and MLOps. What you will lear...

over 4 years ago

MLOps And AI Driven Development

DC

Daniel Cranney

Building AI Solutions with Rust and Docker

In recent years, artificial intelligence has surged in popularity in the world of development. While Python remains a popular choice in the realm of AI, Rust - often known as Rust Lang - is quickly...

about 2 years ago

Building AI Solutions with Rust and Docker

From learning to earning

Jobs that call for the skills explored in this talk.

about 1 month ago

Machine Learning Engineer

Valladolid, Spain

Remote Twilio AutoGen Pytorch

Machine Learning Engineer

Valencia, Spain

Remote Twilio AutoGen Pytorch

Machine Learning Engineer

Remote Spacy Twilio CrewAI

Machine Learning Engineer

Cantabria, Spain

Remote Twilio Chatbots Tensorflow

about 1 month ago

Machine Learning Engineer

Valladolid, Spain

Twilio Pytorch Tensorflow

about 2 months ago

Machine Learning Engineer

Twilio Pytorch Tensorflow